Split (1)

train · 50k rows

Model stringclasses 11 values	Year int64 2.01k 2.02k	Region stringclasses 6 values	Color stringclasses 6 values	Fuel_Type stringclasses 4 values	Transmission stringclasses 2 values	Engine_Size_L float64 1.5 5	Mileage_KM int64 3 200k	Price_USD int64 30k 120k	Sales_Volume int64 100 10k	Sales_Classification stringclasses 2 values
7 Series	2,019	Middle East	Silver	Hybrid	Manual	1.7	41,668	84,093	3,770	Low
7 Series	2,014	Middle East	Black	Diesel	Automatic	3	161,830	114,332	7,774	High
7 Series	2,017	Asia	White	Diesel	Automatic	3.6	92,141	64,749	4,606	Low
M3	2,020	Europe	Silver	Electric	Manual	3.7	147,016	99,993	2,109	Low
M5	2,010	Europe	Silver	Electric	Automatic	3.3	177,901	101,248	6,047	Low
7 Series	2,014	Africa	Black	Petrol	Automatic	4.8	148,551	80,109	891	Low
3 Series	2,010	North America	Silver	Diesel	Automatic	3.4	157,931	96,063	9,027	High
3 Series	2,024	Europe	Grey	Diesel	Manual	4.5	182,729	101,518	3,379	Low
X1	2,016	South America	Silver	Electric	Manual	5	10,839	74,916	3,005	Low
X6	2,023	Middle East	White	Electric	Automatic	2.3	117,271	68,612	133	Low
5 Series	2,024	North America	Blue	Petrol	Manual	2.4	148,552	119,963	3,152	Low
X3	2,016	North America	Silver	Petrol	Manual	3.3	99,989	37,884	9,079	High
5 Series	2,022	North America	Silver	Petrol	Manual	2.1	143,350	73,354	3,839	Low
M3	2,019	South America	Red	Hybrid	Automatic	3.5	104,993	46,822	5,560	Low
X5	2,017	South America	White	Electric	Automatic	3.9	123,851	101,699	1,872	Low
X3	2,023	Asia	Red	Petrol	Automatic	1.7	14,288	113,547	4,668	Low
i3	2,016	Europe	Grey	Electric	Manual	3.9	161,411	53,155	363	Low
M3	2,020	Middle East	Red	Hybrid	Manual	2.1	107,120	45,976	5,341	Low
X3	2,018	Africa	Grey	Diesel	Manual	2.5	55,864	106,361	8,180	High
X6	2,017	Asia	White	Hybrid	Automatic	4.1	172,350	37,952	2,260	Low
M5	2,017	South America	Grey	Diesel	Automatic	2.1	166,908	88,577	8,320	High
5 Series	2,012	South America	Grey	Petrol	Manual	3.4	15,261	70,566	7,228	High
i3	2,024	Africa	Grey	Electric	Manual	3.6	120,163	53,957	7,087	High
X3	2,019	Asia	White	Petrol	Automatic	2.1	94,400	118,446	4,861	Low
5 Series	2,024	Middle East	Blue	Petrol	Automatic	2.5	143,712	31,781	3,983	Low
X5	2,013	Europe	Grey	Electric	Automatic	3.6	85,338	96,042	7,983	High
3 Series	2,013	Middle East	Silver	Petrol	Manual	3.1	123,213	66,157	6,923	Low
7 Series	2,010	Middle East	Black	Hybrid	Manual	3.8	197,666	55,985	1,216	Low
X3	2,015	North America	Grey	Petrol	Manual	4.5	192,288	39,750	7,419	High
5 Series	2,011	Middle East	White	Petrol	Automatic	2	170,615	63,420	6,801	Low
X1	2,024	Africa	Red	Hybrid	Manual	1.7	58,379	84,058	8,103	High
7 Series	2,018	Asia	Silver	Diesel	Automatic	3.8	178,627	113,690	6,568	Low
i3	2,023	Europe	Red	Diesel	Manual	4.2	83,297	69,279	1,156	Low
X6	2,010	Europe	Blue	Hybrid	Manual	3.1	17,997	96,880	1,794	Low
3 Series	2,010	Middle East	Black	Diesel	Manual	2.9	184,833	100,869	860	Low
X3	2,020	Europe	Silver	Hybrid	Manual	3.6	101,751	74,133	4,967	Low
M5	2,022	Europe	Silver	Hybrid	Manual	3.4	158,697	52,533	4,638	Low
X6	2,019	Africa	Grey	Diesel	Manual	3.2	198,048	111,598	2,406	Low
X6	2,020	Middle East	Grey	Hybrid	Manual	4.4	56,825	88,121	5,562	Low
X6	2,015	North America	Blue	Petrol	Automatic	2.1	79,834	64,169	4,897	Low
M5	2,022	North America	Red	Diesel	Automatic	3.9	190,764	97,911	4,400	Low
X5	2,010	South America	Blue	Electric	Automatic	4.1	69,303	33,072	2,851	Low
X5	2,021	Europe	White	Hybrid	Manual	4.7	31,131	91,627	7,096	High
X6	2,024	North America	Black	Diesel	Automatic	4.8	160,609	51,872	2,957	Low
X3	2,012	Middle East	Red	Petrol	Manual	3.3	74,013	51,838	9,126	High
X6	2,019	Europe	Black	Petrol	Automatic	3	143,332	111,170	9,670	High
X6	2,011	Europe	White	Hybrid	Manual	3.3	72,353	94,323	5,879	Low
X1	2,022	South America	Black	Diesel	Manual	4.1	22,400	42,735	6,609	Low
i3	2,020	Middle East	Black	Petrol	Automatic	1.6	199,987	99,357	1,721	Low
7 Series	2,018	South America	Grey	Hybrid	Automatic	2.1	94,348	89,746	5,964	Low
M5	2,014	Africa	Red	Petrol	Automatic	4.7	159,441	48,203	3,209	Low
X1	2,015	Africa	White	Electric	Automatic	2.2	183,232	96,596	1,856	Low
M3	2,011	Africa	Black	Diesel	Manual	2.3	37,128	67,491	1,120	Low
X1	2,017	South America	Blue	Petrol	Automatic	4.8	170,866	60,723	601	Low
M5	2,015	Asia	Blue	Hybrid	Automatic	2.5	97,351	102,731	4,830	Low
M5	2,020	North America	Red	Electric	Automatic	2.5	152,391	99,580	1,650	Low
X1	2,021	Africa	Silver	Petrol	Manual	4.7	132,082	88,308	6,309	Low
X6	2,017	Europe	Black	Hybrid	Manual	2.8	86,359	35,781	3,778	Low
X6	2,017	Europe	Grey	Diesel	Manual	3.2	27,440	67,233	9,962	High
X3	2,023	North America	Silver	Hybrid	Manual	3.5	39,538	101,953	972	Low
i3	2,024	South America	White	Electric	Automatic	4.5	136,089	61,959	9,189	High
M5	2,010	Asia	Black	Diesel	Manual	1.8	156,262	47,676	8,864	High
5 Series	2,016	Middle East	Silver	Diesel	Automatic	2.4	31,655	98,031	6,369	Low
i3	2,011	Africa	Grey	Hybrid	Automatic	3.6	168,050	82,419	6,483	Low
M3	2,024	Africa	Blue	Electric	Manual	3	133,876	59,546	7,313	High
X5	2,020	Europe	Grey	Diesel	Manual	2.5	102,535	114,226	8,445	High
X1	2,017	North America	Grey	Electric	Automatic	2.9	89,965	49,658	602	Low
X5	2,021	South America	Silver	Hybrid	Automatic	4.9	138,753	86,877	6,476	Low
7 Series	2,011	Africa	Black	Hybrid	Manual	1.6	123,508	117,187	3,580	Low
X5	2,013	Asia	Silver	Hybrid	Manual	2	11,601	41,378	2,694	Low
X3	2,011	North America	Black	Electric	Automatic	1.6	9,691	41,364	2,633	Low
7 Series	2,022	Europe	Blue	Hybrid	Automatic	3.6	6,417	55,096	8,093	High
X6	2,016	South America	Red	Petrol	Manual	1.5	118,438	82,086	9,049	High
i8	2,014	Middle East	Blue	Electric	Manual	3.1	162,985	106,065	6,039	Low
i3	2,022	North America	Black	Petrol	Automatic	4.5	70,943	102,839	3,459	Low
7 Series	2,020	Africa	White	Hybrid	Automatic	1.8	89,533	48,764	8,696	High
X3	2,022	Asia	Black	Hybrid	Manual	2.8	68,990	37,280	1,615	Low
i8	2,020	South America	Red	Petrol	Manual	2.8	46,879	64,765	1,772	Low
X3	2,018	Europe	Blue	Diesel	Automatic	2.8	43,247	35,859	7,723	High
i3	2,014	Middle East	Red	Hybrid	Automatic	4	98,644	64,978	8,026	High
X6	2,020	Europe	White	Petrol	Manual	1.5	160,220	37,240	1,943	Low
X1	2,017	North America	White	Electric	Automatic	4.2	127,980	98,371	7,514	High
7 Series	2,011	North America	Silver	Hybrid	Manual	4.4	177,604	111,856	5,268	Low
7 Series	2,012	Asia	White	Petrol	Automatic	3	8,403	73,411	6,319	Low
X6	2,015	Middle East	Grey	Hybrid	Automatic	4.6	152,597	65,996	7,199	High
X6	2,020	North America	Black	Hybrid	Automatic	2.8	21,744	42,141	6,423	Low
7 Series	2,016	Middle East	Blue	Electric	Automatic	3.9	184,938	81,680	6,867	Low
7 Series	2,023	Europe	Blue	Hybrid	Manual	2.9	93,559	80,348	1,533	Low
i8	2,019	Africa	White	Hybrid	Automatic	1.6	5,120	108,174	6,067	Low
7 Series	2,017	Asia	White	Electric	Manual	1.8	78,566	75,296	3,406	Low
5 Series	2,024	Africa	White	Diesel	Manual	3	145,797	52,861	7,021	High
i3	2,012	North America	Black	Diesel	Manual	5	166,540	38,974	6,966	Low
i8	2,016	South America	Red	Hybrid	Manual	2.1	126,719	77,095	7,264	High
i8	2,017	Asia	Black	Hybrid	Manual	4.6	40,269	98,423	582	Low
X3	2,019	South America	White	Electric	Automatic	4.7	15,559	107,319	6,398	Low
X3	2,024	Asia	Blue	Hybrid	Automatic	2.9	90,306	71,565	8,624	High
M5	2,015	Middle East	Silver	Petrol	Automatic	3.1	11,684	117,368	3,013	Low
M5	2,013	Asia	Grey	Hybrid	Automatic	3.3	109,259	77,296	2,805	Low
X6	2,022	Africa	White	Diesel	Automatic	4.2	116,359	97,485	7,680	High
M3	2,015	Africa	Grey	Hybrid	Automatic	1.9	167,132	91,220	9,846	High

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